Approximating a Laplacian Prior for Joint State and Model Estimation within an UKF

Ricarda-Samantha Götte, Julia Timmermann

A major challenge in state estimation with model-based observers are low-quality models that lack of relevant dynamics. We address this issue by simultaneously estimating the syste…